Does this skill require specific file organization?

It works best when integrated with a project.yaml file to locate drafts, and it uses git to track progress through different phases of the review process.

Can I use this for both quantitative and qualitative sociology?

Yes, the skill is designed for all sociology project types and identifies reviewers based on both theoretical frameworks and methodological traditions.

What is the output of a peer review simulation?

The skill generates a dedicated directory containing individual reviewer files (reviews.md), a synthesis memo (synthesis-memo.md), and a response strategy document.

How does the Peer Reviewer skill use Zotero?

It uses the Zotero MCP to search your personal library and retrieve full texts, ensuring that the simulated reviewer personas are based on actual scholarly work rather than generic AI assumptions.

Are the reviewer personas based on real people?

No, personas are named after theoretical perspectives or methodological frameworks (e.g., 'Emotions in Movements Perspective') to keep the focus on theoretical lenses rather than individual scholars.

Sociology Peer Reviewer

Name: Sociology Peer Reviewer
Author: nealcaren

bynealcaren

•

Learning & Documentation

Simulates rigorous academic peer reviews by constructing informed reviewer personas from Zotero literature to provide pre-submission feedback on sociology manuscripts.

The Peer Reviewer skill helps sociology researchers strengthen their manuscripts by simulating the academic peer review process through a multi-phase, grounded workflow. It leverages the Zotero MCP to identify relevant theoretical and methodological perspectives, retrieve full-text literature from your library, and construct informed reviewer personas. Rather than providing generic AI critiques, this skill generates focused reviews based on actual scholarly commitments, helping authors identify blind spots, anticipate criticisms from specific theoretical camps, and refine their arguments before formal journal submission.

Key Features

01Automated Zotero integration to ground reviews in existing scholarly literature

021 GitHub stars

03Structured feedback focusing on theoretical engagement, methodology, and empirical findings

04Synthesis of convergent and divergent reviewer concerns into an actionable response memo

05Git-integrated workflow for tracking revision progress and version control

06Persona construction based on specific theoretical and methodological perspectives

Use Cases

01Developing and practicing a response strategy for anticipated reviewer critiques

02Checking whether a manuscript accurately represents and engages with a specific theoretical camp

03Gathering critical feedback on a draft before submission to a sociology journal

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nealcaren/sociology-skillset peer-reviewer

For use in Claude.ai and ChatGPT

Download Skill